PhD Position in Optimization, Machine Learning, and Statistical Methods Inria in France

Inria is advertising a PhD position (Doctorant F/H) on “Stopping Rules for Least-Mean Squares via Anytime-Valid Confidence Sequence” within the theme of optimization, machine learning, and statistical methods . The project is based at the Centre Inria de Paris in Paris, France , and is attached to the SIERRA team. The research focus includes machine learning , optimization , statistics , big data , and the development of new optimization algorithms . Eligibility / requirements: a graduate degree...

IMT Atlantique is advertising a post-doctoral researcher position in mechanistic interpretability and diversity of representations , based in Brest, France , within the BRAIN team (BRoader Artificial INtelligence) of Lab-STICC (UMRCNRS 6285) . The position is part of the ENDIVE project, which studies how diversity can help machine learning when annotation budget is limited. The project investigates diversity at two levels: the diversity of training data and the diversity of internal representati...

Inria is recruiting a Post-Doctoral Research Visit in AI auditing, AI security, machine learning theory, and information gain at the Inria Centre at Rennes University in France . The project sits at the intersection of black-box model auditing , model fingerprinting , adversarial ML , and offensive/defensive AI security . The research goal is to build a hierarchy of attacks and audits based on distinguishability and property testing , helping bridge the gap between legal auditing of deployed AI ...

Inria is advertising a Post-Doctoral Research Visit in Topology Design for Decentralized Federated Learning within the NEO project-team and the broader FedMalin research initiative. The project sits at the intersection of computer science , mathematics , machine learning , optimization , network science , and privacy . The research focuses on designing communication topologies for decentralized / peer-to-peer federated learning, balancing convergence speed and communication cost, and studying bo...

Inria Lyon is offering a postdoctoral research visit in dynamic parallelization of sparse codes for high-performance computing and machine learning . The position is hosted at the Laboratoire de l'Informatique du Parallélisme at École Normale Supérieure de Lyon , France, within the French PEPR NumPEx exascale computing programme. The research focuses on compiler and runtime methods for sparse tensors and sparse computing. The goal is to delay specialization of dense code until runtime, when spar...